BioinformaticsBioinformaticsPeer-reviewed journal article
MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection
Phuc‐Loi LuuiD, Phuc Thinh OngiD, Tran Thai Huu Loc, Dilys LamiD, Ruth PidsleyiD, Clare StirzakeriD, Susan J. ClarkiD
Abstract
BackgroundMultiplex bisulphite PCR sequencing is a convenient and scalable method to comprehensively profile DNA methylation at selected loci. The method is useful for validation of methylation biomarker panels on large clinical cohorts, as it can be applied to DNA isolated from fresh tissue, archival formalin fixed paraffin embedded tissue (FFPET) or circulating cell free DNA in plasma. However, successful clinical implementation of DNA methylation biomarkers for disease detection using multiplex bisulphite PCR sequencing, requires user-friendly sample analysis methods and a diversity of visualisation options, which are not met by current tools. ResultsWe have developed a computational pipeline with an interactive graphical interface, called MethPanel, in order to rapidly analyse multiplex bisulphite PCR sequencing data. MethPanel comprises a complete analysis workflow from genomic alignment to DNA methylation calling and supports an unlimited number of PCR amplicons and input samples. Moreover, MethPanel offers important and unique features, such as calculation of a polymorphism score and bisulphite PCR bias correction capabilities. MethPanel is designed so that the methylation data from all samples can be run in parallel on either a personal computer or a high performance computer. The outputs are also automatically forwarded to a shinyApp for convenient display, visualisation and sharing data with collaborators and clinicians. Importantly the data is centralised in one location, which aids storage management. Availability and ImplementationMethPanel is freely available at https://github.com/thinhong/MethPanel ConclusionMethPanel provides a novel parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation marker panels for disease detection.
- assay: DNA methylation
- research focus: software / tool
- research focus: benchmarking
- approach: statistical model
- approach: experimental assay
- Citations
- 2
- FWCI
- 0.16
- Field percentile
- 42th percentile
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- BiSulfite Bolt: A BiSulfite Sequencing Analysis Platform
Colin P. Farrell, Michael James Thompson, … Matteo A. Pellegrini·GigaSciencePeer-reviewed·May 1, 2021
- PANDA: Phased Analysis of DNA Amplicons for Read-Level Methylation Profiling and Heterogeneity Assessment
Azusa Kubota, Hisato Kobayashi, Atsushi Tajima·bioRxiv·Sep 23, 2026
- Discovery and performance of DNA methylation panels for cancer detection and classification in blood
Gennady Margolin, Sara R. Bang-Christensen, … Laura L. Elnitski·bioRxiv·Sep 16, 2025
- AmpliconDesign - An interactive web server for the design of high-throughput targeted DNA methylation assays
Maximilian Schönung, Jana Hess, … Daniel B. Lipka·EpigeneticsPeer-reviewed·Oct 24, 2020
- Systematic Design of Multiplex Methylation-Specific qPCR for Cancer-Related Biomarkers
Joy Wang, Michelle Y.-H. Lee, … Annie X. Wu·bioRxiv·Dec 9, 2024
- Multiplexed Methylated DNA Immunoprecipitation Sequencing (Mx-MeDIP-Seq) to Study DNA Methylation Using Low Amounts of DNA
Inam Ridha, Chenxi Xu, … Vel Murugan·DNAPeer-reviewed·Oct 29, 2024